In [1]:
import os
os.chdir('..')

import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
from datetime import datetime
import torch
from torch import nn

import sklearn as sk
from sklearn.ensemble import RandomForestRegressor, GradientBoostingRegressor, AdaBoostRegressor, ExtraTreesRegressor

import confseq
from confseq import predmix, conjmix_bounded, betting

from Energy_ds.dataset import DataPrep, DataModule, EnergyDataset
from Energy_ds.config import SEASON, REGION, DatasetConfig

from neural.train import LightningTrainer
from neural.module import LightningModel, LightningWrapper
from neural.mlp import MlpBlock, RMLP, MLPLayer
from neural.config import TrainConfig

import risk
from risk import Risk
from algorithm import Hypothesis, ConfSeq

pd.set_option('display.max_columns', None)
In [2]:
class SubplotGenerator:
    def __init__(self, rows, columns, dpi=200, **kwargs):
        self.fig, self.axes = plt.subplots(rows, columns, dpi=dpi, **kwargs)
        self.rows = rows
        self.columns = columns
        self.current_row = 0
        self.current_col = 0

    def __iter__(self):
        self.current_row = 0
        self.current_col = 0
        return self

    def __next__(self) -> plt.Axes:
        if self.current_row >= self.rows:
            raise StopIteration
        ax = self.axes[self.current_row, self.current_col]
        self.current_col += 1
        if self.current_col >= self.columns:
            self.current_col = 0
            self.current_row += 1
        return ax
    
    @property
    def current_ax(self) -> plt.Axes:
        return self.axes[self.current_row, self.current_col]
In [3]:
class HoffConf(ConfSeq):
    def __init__(self, conf_lvl: float, min_val=None, max_val=None):
        super().__init__(conf_lvl, min_val, max_val)
    
    def calculate_cs(self, x):
        # min_val, max_val =  x.min(), x.max()
        # normalized = (x - min_val) / (max_val - min_val)
        lower_cs, higher_cs = predmix.predmix_hoeffding_cs(x, self.conf_lvl)

        # lower_cs = lower_cs * (max_val - min_val) + min_val
        # higher_cs = higher_cs * (max_val - min_val) + min_val
        return lower_cs, higher_cs
    
    @staticmethod
    def standardise(x):
        return (x - x.min()) / (x.max() - x.min())
    

class EmpbernConf(ConfSeq):
    def __init__(self, conf_lvl: float, min_val=None, max_val=None):
        super().__init__(conf_lvl, min_val=min_val, max_val=max_val)
    
    def calculate_cs(self, x):
        # min_val, max_val =  x.min(), x.max()
        # normalized = (x - min_val) / (max_val - min_val)

        lower_cs, higher_cs = predmix.predmix_empbern_twosided_cs(x, self.conf_lvl, running_intersection=False)

        # lower_cs = lower_cs * (max_val - min_val) + min_val
        # higher_cs = higher_cs * (max_val - min_val) + min_val
        return lower_cs, higher_cs
    

class EmpbernConjmix(ConfSeq):
    def __init__(self, conf_lvl: float, min_val=None, max_val=None):
        super().__init__(conf_lvl, min_val, max_val)
    
    def calculate_cs(self, x):
        # min_val, max_val =  x.min(), x.max()
        # normalized = (x - min_val) / (max_val - min_val)
        lower_cs, higher_cs = conjmix_bounded.conjmix_empbern_twosided_cs(x, 1/12, self.conf_lvl)

        # lower_cs = lower_cs * (max_val - min_val) + min_val
        # higher_cs = higher_cs * (max_val - min_val) + min_val
        return lower_cs, higher_cs

class EmpbernBetting(ConfSeq):
    def __init__(self, conf_lvl: float, min_val=None, max_val=None):
        super().__init__(conf_lvl, min_val, max_val)
    
    def calculate_cs(self, x):
        # min_val, max_val =  x.min(), x.max()
        # normalized = (x - min_val) / (max_val - min_val)
        lower_cs, higher_cs = betting.betting_cs(x, self.conf_lvl)

        # lower_cs = lower_cs * (max_val - min_val) + min_val
        # higher_cs = higher_cs * (max_val - min_val) + min_val
        return lower_cs, higher_cs
In [4]:
class H0(Hypothesis):
    def __init__(self, tolerance:float, lower_bound:ConfSeq, upper_bound:ConfSeq):
        super().__init__(tolerance, lower_bound, upper_bound)
    
    @property
    def source_upper(self):
        return self.source_upper_cs[-1] * self.tolerance
    
    @property
    def target_lower(self):
        return self.target_lower_cs
    
In [5]:
class DeployedModel:
    def __init__(
        self,
        model: RandomForestRegressor,
        hyp_tests: list[tuple[Hypothesis, Risk]],
        past:int=np.inf
    ):
        self.model = model
        self.hyp_tests = hyp_tests
        self.past = past
        
        self.input_seq = None
        self.label_seq = None
        self.pred_seq = None

    def update(self, features:np.ndarray, labels: np.ndarray) -> bool:
        # features = features.reshape(-1, 1)
        preds = self.model.predict(features)
        # update input, label and prediction sequences
        self.input_seq = self._append_seq(features, self.input_seq)
        self.label_seq = self._append_seq(labels, self.label_seq)
        self.pred_seq = self._append_seq(preds, self.pred_seq)
        # update targed confidence bounds
        test_results = []
        for hyp, risk in self.hyp_tests:
            tr_input, tr_label, tr_pred, = self.input_seq, self.label_seq, self.pred_seq
            res = hyp.test(risk(tr_input, tr_label, tr_pred))
            test_results.append(res)
        return all(test_results)

    def predict(self, x):
        return self.model.predict(x)

    def fit(self, x, y):
        # fit model
        self.model = self.model.fit(x, y)
        # calibrate source confidence bounds
        preds = self.model.predict(x)
        for hyp, risk in self.hyp_tests:
            risk_list = []
            for i in range(len(x)):
                risk_list.append(risk(x[:i+1], y[:i+1], preds[:i+1]))
            
            min_val, max_val = self.infer_bounds(hyp, risk_seq=np.asanyarray(risk_list), gamma=5, set_bounds=True)
            print(f"Inferred {risk} Bounds: min_val: {min_val}, max_val: {max_val}")
            hyp.calc_source_upper_cs(np.asanyarray(risk_list))
        
    def to_dataframe(self):
        results = []
        for hyp, risk in self.hyp_tests:
            res = hyp.to_dataframe()
            # res['GT'] = self.label_seq
            res['risk'] = risk.__class__.__name__
            res['hyp'] = hyp.__class__.__name__
            results.append(res)
        return pd.concat(results, axis=0, ignore_index=True)
    
    def _append_seq(self, x:np.ndarray|float, seq:np.ndarray, dim:int=0) -> np.ndarray:
        """
        append the input x to the sequence.
        parameters:
            x (np.ndarray): The input array of shape (n_samples) or a float if x is a single sample.
            seq (np.ndarray): The sequence to append to.
        """
        if isinstance(x, float):
            x = np.asanyarray([x])
        
        if seq is None:
            return x

        new_seq = np.concatenate((seq, x), axis=dim)
        return new_seq

    def reset(self, source:bool=True, target:bool=True):
        if target:
            self.input_seq = None
            self.label_seq = None
            self.pred_seq = None
        for hyp, risk in self.hyp_tests:
            hyp.reset(source=source, target=target)

    def infer_bounds(self, hyp:Hypothesis, risk_seq:np.ndarray, gamma:float=2, set_bounds:bool=False):
        std = (risk_seq).std()

        min_val = risk_seq.min() - std * gamma
        min_val = max(min_val, 0)
        # min_val = min(min_val * gamma, min_val / gamma)
        max_val = risk_seq.max() + std * gamma
        # max_val = max(max_val * gamma, max_val / gamma)

        if set_bounds:
            hyp.set_bounds(min_val, max_val)
        
        return min_val, max_val
    
    def seq_window(self, *seq:np.ndarray) -> tuple[np.ndarray]:
        """
        Get the sequence of the last n samples.
        """
        seq_list = []
        for s in seq:
            past = max(len(s) - self.past, 0)
            seq_list.append(s[past:])
            
        return seq_list
    
In [6]:
class Experiment:
    def __init__(
        self,
        model,
        # train_ds,
        # test_ds,
        test_batch_size=1,
    ):
        self.model: DeployedModel = model
        # self.train_ds: EnergyDataset = train_ds
        # self.test_ds: EnergyDataset = test_ds
        self.test_batch_size: int = test_batch_size

    def train(self, train_ds: EnergyDataset):
        self.model.fit(train_ds.features, train_ds.labels)
    
    def eval(self, val_ds: EnergyDataset):
        preds = self.model.predict(val_ds.features)
        mse = sk.metrics.mean_squared_error(val_ds.labels, preds)
        mae = sk.metrics.mean_absolute_error(val_ds.labels, preds)
        return mse, mae

    def test(self, test_ds: EnergyDataset):
        ds_len = len(test_ds)
        for i in range(0, ds_len, self.test_batch_size):
            # prepare batch
            batch_end = min(i+self.test_batch_size, ds_len)
            x = test_ds.features[i:batch_end]
            y = test_ds.labels[i:batch_end]
            # print(f"batch {i} :: x.shape={x.shape}, y.shape={y.shape}")
            # predict
            result = self.model.update(x, y)

        return self.model.to_dataframe()
In [7]:
path = "Hourly_Energy_Consumption/AEP_hourly.csv"
all_paths = ['Hourly_Energy_Consumption/AEP_hourly.csv',
            'Hourly_Energy_Consumption/COMED_hourly.csv',
            'Hourly_Energy_Consumption/DAYTON_hourly.csv',
            'Hourly_Energy_Consumption/DEOK_hourly.csv',
            'Hourly_Energy_Consumption/DOM_hourly.csv',
            'Hourly_Energy_Consumption/DUQ_hourly.csv',
            'Hourly_Energy_Consumption/EKPC_hourly.csv',
            'Hourly_Energy_Consumption/FE_hourly.csv',
            'Hourly_Energy_Consumption/NI_hourly.csv',
            'Hourly_Energy_Consumption/PJME_hourly.csv',
            'Hourly_Energy_Consumption/PJMW_hourly.csv',
            # 'Hourly_Energy_Consumption/PJM_Load_hourly.csv',
            # 'Hourly_Energy_Consumption/est_hourly.paruqet',
            # 'Hourly_Energy_Consumption/pjm_hourly_est.csv'
            ]

Analyze Data¶

In [8]:
prep = DataPrep(*all_paths)
data = prep.data
In [9]:
data['Region'] = data['Region'].apply(lambda x: REGION(x).name)
data['Epoch'] = data['Datetime'].apply(lambda x: x.timestamp())
grouped = data.groupby(by=['Region']).agg(['min', 'max', 'mean', 'std'])
grouped
Out[9]:
Datetime MW Year Day Hour Week_Number Season Epoch
min max mean std min max mean std min max mean std min max mean std min max mean std min max mean std min max mean std min max mean std
Region
AEP 2004-10-01 01:00:00 2018-08-03 2011-09-02 03:17:01.553025024 1459 days 00:04:35.416530256 9581.0 25695.0 15499.513717 2591.399065 2004 2018 2011.169988 4.011177 1 31 15.723220 8.802246 0 23 11.501587 6.921830 1 53 26.49772 15.130003 1 4 2.494875 1.122241 1.096592e+09 1.533254e+09 1.314933e+09 1.260579e+08
COMED 2011-01-01 01:00:00 2018-08-03 2014-10-17 14:11:46.389762048 799 days 21:58:33.102316120 7237.0 23753.0 11420.152112 2304.139517 2011 2018 2014.309172 2.197997 1 31 15.715656 8.803733 0 23 11.500880 6.922073 1 53 25.760064 14.95609 1 4 2.477240 1.137422 1.293844e+09 1.533254e+09 1.413555e+09 6.911271e+07
DAYTON 2004-10-01 01:00:00 2018-08-03 2011-09-02 03:33:26.471243008 1458 days 23:51:35.157888992 982.0 3746.0 2037.851140 393.403153 2004 2018 2011.170019 4.011153 1 31 15.723100 8.802228 0 23 11.501546 6.921810 1 53 26.497778 15.130081 1 4 2.494892 1.122241 1.096592e+09 1.533254e+09 1.314934e+09 1.260571e+08
DEOK 2012-01-01 01:00:00 2018-08-03 2015-04-18 01:50:20.461040128 694 days 13:03:11.442351240 907.0 5445.0 3105.096486 599.859026 2012 2018 2014.811098 1.910792 1 31 15.714699 8.804815 0 23 11.500701 6.922139 1 53 25.637247 14.938505 1 4 2.475277 1.140510 1.325380e+09 1.533254e+09 1.429322e+09 6.000859e+07
DOM 2005-05-01 01:00:00 2018-08-03 2011-12-17 03:06:26.928194560 1397 days 19:15:23.708513376 1253.0 21651.0 10949.203625 2413.946569 2005 2018 2011.459088 3.845824 1 31 15.725869 8.803861 0 23 11.501459 6.921836 1 53 26.532408 14.918754 1 4 2.471129 1.117446 1.114909e+09 1.533254e+09 1.324091e+09 1.207701e+08
DUQ 2005-01-01 01:00:00 2018-08-03 2011-10-18 03:17:46.200826368 1432 days 10:34:50.462659536 1014.0 3054.0 1658.820296 301.740640 2005 2018 2011.302911 3.926464 1 31 15.721117 8.801321 0 23 11.501495 6.921829 1 53 26.124274 15.007572 1 4 2.483304 1.128465 1.104541e+09 1.533254e+09 1.318908e+09 1.237629e+08
EKPC 2013-06-01 01:00:00 2018-08-03 2016-01-01 12:59:54.679490048 545 days 07:12:02.646685136 514.0 3490.0 1464.218423 378.868404 2013 2018 2015.500375 1.543446 1 31 15.713416 8.807696 0 23 11.500309 6.922271 1 53 26.606145 14.826935 1 4 2.464155 1.110958 1.370048e+09 1.533254e+09 1.451653e+09 4.711392e+07
FE 2011-06-01 01:00:00 2018-08-03 2015-01-01 01:57:54.549097984 756 days 07:49:31.117741040 0.0 14032.0 7792.159064 1331.268006 2011 2018 2014.499857 2.107653 1 31 15.720982 8.806671 0 23 11.500795 6.922095 1 53 26.571349 14.869836 1 4 2.471992 1.112829 1.306890e+09 1.533254e+09 1.420077e+09 6.534657e+07
NI 2004-05-01 01:00:00 2011-01-01 2007-08-31 23:47:25.632164352 703 days 05:04:59.498234760 7003.0 23631.0 11701.682943 2371.498701 2004 2011 2007.148246 1.931479 1 31 15.736647 8.802695 0 23 11.502207 6.921595 1 53 27.503661 14.893551 1 4 2.467083 1.094182 1.083373e+09 1.293840e+09 1.188604e+09 6.075750e+07
PJME 2002-01-01 01:00:00 2018-08-03 2010-04-18 03:25:25.999202048 1748 days 20:09:48.026926592 14544.0 62009.0 32080.222831 6464.012166 2002 2018 2009.801026 4.791823 1 31 15.723161 8.801210 0 23 11.501596 6.921794 1 53 26.2186 15.019719 1 4 2.484859 1.126438 1.009847e+09 1.533254e+09 1.271561e+09 1.510998e+08
PJMW 2002-04-01 01:00:00 2018-08-03 2010-06-02 03:39:50.656816128 1722 days 20:27:36.657026176 487.0 9594.0 5602.375089 979.142872 2002 2018 2009.918691 4.730344 1 31 15.726024 8.802522 0 23 11.501620 6.921789 1 53 26.507381 14.939033 1 4 2.467557 1.119484 1.017623e+09 1.533254e+09 1.275450e+09 1.488545e+08
In [10]:
# g = sns.relplot(data=data, x='Datetime', y='MW', hue='Region', kind='line', aspect=3, linewidth = 0.8)
# g.figure.suptitle(template=f"Energy Consumption in each region, by season")
# g.figure.set_dpi(200)

Dataset Visualization

Run Experiments¶

In [11]:
train_config = DatasetConfig(
    past_hours=[2,3,6, 12, 24, 36],
    years=(2006, 2014),
    region=[REGION.AEP, REGION.COMED, REGION.NI],
    season=None,
)
# test_config = DatasetConfig(
#     past_hours=[-1, -12, -24, -36],
#     years=(2014, 2019),
#     region=[REGION.AEP],
#     season=SEASON.WINTER,
# )
# test_config_ood = DatasetConfig(
#     past_hours=[-1, -12, -24, -36],
#     years=(2011, 2013),
#     region=[REGION.AEP],
#     season=SEASON.SUMMER,
# )
In [12]:
train_ds = EnergyDataset(all_paths, train_config)
# test_ds = EnergyDataset(all_paths, test_config)
# test_ds_ood = EnergyDataset(all_paths, test_config_ood)

columns = train_ds.features_df.columns
In [13]:
from sklearn.neural_network import MLPRegressor

rf = RandomForestRegressor(
    n_estimators=150,
    min_samples_split=0.05,
    min_samples_leaf=0.05,
    n_jobs=-1,
    random_state=42,
    verbose=1,
)

# rf = GradientBoostingRegressor(
#     loss='squared_error',
#     learning_rate=0.1,
#     n_estimators=100,
#     min_samples_split=0.05,
#     min_samples_leaf=0.05,
#     max_depth=5,
#     random_state=42,
#     # n_iter_no_change=5,
#     verbose=1,
# )

# rf = AdaBoostRegressor(
#     estimator=rf,
#     n_estimators=100,
#     learning_rate=1,
#     loss='square',
#     random_state=42,
# )

rf = ExtraTreesRegressor(
    n_estimators=250,
    min_samples_split=0.05,
    min_samples_leaf=0.05,
    n_jobs=-1,
    random_state=42,
    verbose=1,
)

# rf = MLPRegressor(
#     hidden_layer_sizes=(50, 50, 25),
#     activation='relu',
#     learning_rate='adaptive',
#     max_iter=100,
#     shuffle=False,
#     random_state=42,
#     verbose=True,
# )
In [14]:
tests = []

min_val = 0 #train_ds.labels.min()
max_val = train_ds.labels.max() * 2


mae_risk = risk.MAE()
hyp_test_1 = H0(tolerance=1.1,
                lower_bound=EmpbernConjmix(0.05),
                upper_bound=EmpbernConjmix(0.05)
                )
tests.append((hyp_test_1, mae_risk))

quantile_risk = risk.Quantile(0.8)
hyp_test_2 = H0(tolerance=1.1,
                lower_bound=EmpbernConjmix(0.05),
                upper_bound=EmpbernConjmix(0.05)
                )
# tests.append((hyp_test_2, quantile_risk))

for season in SEASON:
    mae = risk.MAE()
    filter_risk = risk.RiskFilter(mae, columns, lambda df: df['Season']==season.value, name=season.name)
    hyp_test_3 = H0(tolerance=1.1,
                    lower_bound=EmpbernConjmix(0.05),
                    upper_bound=EmpbernConjmix(0.05)
                    )
    tests.append((hyp_test_3, filter_risk))
In [15]:
model = DeployedModel(rf, tests, past=24*30)
In [16]:
experiment = Experiment(model, test_batch_size=24*7)
In [17]:
experiment.model.reset(source=True, target=True)
In [18]:
train_ds.features_df
Out[18]:
Region Year Day Hour Week_Number Season MW_at_-2H MW_at_-3H MW_at_-6H MW_at_-12H MW_at_-24H MW_at_-36H
0 1 2006 1 0 52 4 15264.0 15722.0 16400.0 15650.0 15279.0 16737.0
1 1 2006 1 1 52 4 14921.0 15264.0 16462.0 15489.0 14254.0 16328.0
2 1 2006 1 2 52 4 14565.0 14921.0 16024.0 15257.0 13761.0 16145.0
3 1 2006 1 3 52 4 14287.0 14565.0 15722.0 15239.0 13445.0 15873.0
4 1 2006 1 4 52 4 13932.0 14287.0 15264.0 15216.0 13306.0 15793.0
... ... ... ... ... ... ... ... ... ... ... ... ...
140216 11 2010 31 20 52 4 10990.0 10514.0 10371.0 9548.0 12816.0 10953.0
140217 11 2010 31 21 52 4 11735.0 10990.0 10564.0 9921.0 12547.0 11457.0
140218 11 2010 31 22 52 4 11585.0 11735.0 10587.0 10004.0 12202.0 11725.0
140219 11 2010 31 23 52 4 11243.0 11585.0 10514.0 10182.0 11709.0 11955.0
140220 11 2011 1 0 52 4 10825.0 11243.0 10990.0 10236.0 10929.0 12138.0

140221 rows × 12 columns

In [19]:
train_ds.labels_df
Out[19]:
0         14565.0
1         14287.0
2         13932.0
3         13713.0
4         13656.0
           ...   
140216    11585.0
140217    11243.0
140218    10825.0
140219    10511.0
140220    10042.0
Name: MW, Length: 140221, dtype: float64
In [20]:
experiment.train(train_ds)
experiment.eval(train_ds)
[Parallel(n_jobs=-1)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=-1)]: Done  18 tasks      | elapsed:    0.2s
[Parallel(n_jobs=-1)]: Done 168 tasks      | elapsed:    0.9s
[Parallel(n_jobs=-1)]: Done 250 out of 250 | elapsed:    1.3s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.2s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.2s finished
Inferred MAE Bounds: min_val: 69.41541590572913, max_val: 1083.9982997845161
Inferred RiskFilter:SPRING Bounds: min_val: 0, max_val: 1244.7388144346637
Inferred RiskFilter:SUMMER Bounds: min_val: 0, max_val: 1244.7388144346637
Inferred RiskFilter:FALL Bounds: min_val: 0, max_val: 1244.7388144346637
Inferred RiskFilter:WINTER Bounds: min_val: 0, max_val: 1244.7388144346637
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
Out[20]:
(930878.9785757957, 743.1502266607479)
In [21]:
# Show feature inportances
feature_cols = train_ds.features_df.columns
featureimportances = pd.DataFrame(experiment.model.model.feature_importances_.reshape(1,-1), columns=feature_cols)
# fig, ax = plt.subplots(dpi=200, figsize=(10, 5))
g = sns.catplot(data=featureimportances, aspect=2)
g.set_xticklabels(rotation=90, fontsize=8)
g.figure.suptitle("Feature Importances in the Random Forest Model")
g.set_ylabels("Importance")
g.set(ylim=(0, 1))
Out[21]:
<seaborn.axisgrid.FacetGrid at 0x7efd5b34b8e0>
No description has been provided for this image
In [22]:
def run_experiment(experiment:Experiment, ds:EnergyDataset, **kwargs):
    config = ds.config
    experiment.model.reset(source=False, target=True)
    result = experiment.test(ds)

    for hyp, test_risk in experiment.model.hyp_tests:
        # ax = ax_gen.__next__()
        g = hyp.plot(layout='constrained', **kwargs)
        g.set_title(f"Tolarance: {hyp.tolerance}, Risk={test_risk}, {config}", fontsize=8)
        g.legend(fontsize=8)  # Adjust legend font size and position

        g.autoscale(enable=True, axis='both')
    return result
In [23]:
test_result = run_experiment(experiment, train_ds)
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.2s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.3s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.3s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.2s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
No description has been provided for this image
No description has been provided for this image
No description has been provided for this image
No description has been provided for this image
No description has been provided for this image
In [25]:
test_cfg = DatasetConfig(**train_config.__dict__)
test_cfg.region = [REGION.DOM]
# test_cfg.years = (2014, 2019)
test_ds = EnergyDataset(all_paths, test_cfg)
test_result = run_experiment(experiment, test_ds)
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.2s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
No description has been provided for this image
No description has been provided for this image
No description has been provided for this image
No description has been provided for this image
No description has been provided for this image
In [24]:
# experiment.model.hyp_tests[0][0].plot()
# ax_gen_list = [SubplotGenerator(3, 2) for _ in range(len(model.hyp_tests))]
print("Train Config:")
print(train_config.__dict__)
for season in list(SEASON):
    config = DatasetConfig(**train_config.__dict__)
    config.season = [season] if season is not None else None
    # config.years = (2014, 2019)
    print("Test Config:")
    print(config)
    dataset = EnergyDataset(all_paths, config)
    print(dataset.features_df.shape)
    result = run_experiment(experiment, dataset)
    plt.show()
    # result = experiment.test(dataset)
    # for hyp, test_risk in experiment.model.hyp_tests:
    #     # ax = ax_gen.__next__()
    #     g = hyp.plot(layout='constrained')
    #     g.set_title(f"Tolarance: {hyp.tolerance}, Risk={test_risk}, Season={config.season}", fontsize=10)
    #     g.legend(fontsize=8)  # Adjust legend font size and position

    #     g.autoscale(enable=True, axis='both')
    #     plt.show()
    
    # experiment.model.reset(source=False, target=True)

# plt.tight_layout(pad=2,rect=[0.1, 0.1, 0.9, 0.9])
plt.show()
Train Config:
{'past_hours': [2, 3, 6, 12, 24, 36], 'region': [<REGION.AEP: 1>, <REGION.COMED: 2>, <REGION.NI: 11>], 'years': (2006, 2014), 'season': None, 'months': None, 'days': None}
Test Config:
ds_config:past_hours=[2, 3, 6, 12, 24, 36], region=[<REGION.AEP: 1>, <REGION.COMED: 2>, <REGION.NI: 11>], years=(2006, 2014), season=[<SEASON.SPRING: 1>], 
(35326, 12)
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.2s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.2s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
No description has been provided for this image
No description has been provided for this image
No description has been provided for this image
No description has been provided for this image
No description has been provided for this image
Test Config:
ds_config:past_hours=[2, 3, 6, 12, 24, 36], region=[<REGION.AEP: 1>, <REGION.COMED: 2>, <REGION.NI: 11>], years=(2006, 2014), season=[<SEASON.SUMMER: 2>], 
(35328, 12)
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1085.66771992]
Clipping x to [69.41541590572913, 1083.9982997845161]
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1183.67594522]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1257.99536625]
Clipping x to [69.41541590572913, 1083.9982997845161]
WARNING::Input x out of bounds [0, 1244.7388144346637], given x=[1257.99536625]
Clipping x to [0, 1244.7388144346637]
WARNING::Input x out of bounds [0, 1244.7388144346637], given x=[1257.99536625]
Clipping x to [0, 1244.7388144346637]
WARNING::Input x out of bounds [0, 1244.7388144346637], given x=[1257.99536625]
Clipping x to [0, 1244.7388144346637]
WARNING::Input x out of bounds [0, 1244.7388144346637], given x=[1257.99536625]
Clipping x to [0, 1244.7388144346637]
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1227.73038844]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1210.79248845]
Clipping x to [69.41541590572913, 1083.9982997845161]
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1196.50288678]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1149.46324768]
Clipping x to [69.41541590572913, 1083.9982997845161]
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1112.68648401]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1093.72163035]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1121.76126114]
Clipping x to [69.41541590572913, 1083.9982997845161]
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1159.54250873]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1168.01728095]
Clipping x to [69.41541590572913, 1083.9982997845161]
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1199.11110689]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1201.87638173]
Clipping x to [69.41541590572913, 1083.9982997845161]
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1206.83718383]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1187.79978805]
Clipping x to [69.41541590572913, 1083.9982997845161]
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1172.66562143]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1163.71776835]
Clipping x to [69.41541590572913, 1083.9982997845161]
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1158.4692618]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1158.08792282]
Clipping x to [69.41541590572913, 1083.9982997845161]
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1169.99152055]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1172.33742201]
Clipping x to [69.41541590572913, 1083.9982997845161]
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1178.47243889]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1166.98109412]
Clipping x to [69.41541590572913, 1083.9982997845161]
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1161.72416409]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1158.80305583]
Clipping x to [69.41541590572913, 1083.9982997845161]
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1158.98082954]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1151.76626281]
Clipping x to [69.41541590572913, 1083.9982997845161]
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1141.86361327]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1135.79279882]
Clipping x to [69.41541590572913, 1083.9982997845161]
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1130.45749889]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1120.01495016]
Clipping x to [69.41541590572913, 1083.9982997845161]
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1112.75539655]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1105.78321474]
Clipping x to [69.41541590572913, 1083.9982997845161]
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1099.11109293]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1092.11749763]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1090.46882633]
Clipping x to [69.41541590572913, 1083.9982997845161]
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1090.84629333]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1087.56716074]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1087.85564577]
Clipping x to [69.41541590572913, 1083.9982997845161]
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1090.98968564]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1089.20312948]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1092.47697482]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1091.62051393]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1084.9345648]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1091.86811733]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1099.0134083]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1099.85973087]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1095.89657754]
Clipping x to [69.41541590572913, 1083.9982997845161]
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1094.79852928]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1091.45367419]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1090.89547699]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1085.33781976]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1086.54299943]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1089.11962184]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1090.50639802]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1093.02452665]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1093.99918064]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1090.84084752]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1086.75727125]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1085.7824323]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
WARNING::Input x out of bounds [69.41541590572913, 1083.9982997845161], given x=[1084.5455186]
Clipping x to [69.41541590572913, 1083.9982997845161]
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
No description has been provided for this image
No description has been provided for this image
No description has been provided for this image
No description has been provided for this image
No description has been provided for this image
Test Config:
ds_config:past_hours=[2, 3, 6, 12, 24, 36], region=[<REGION.AEP: 1>, <REGION.COMED: 2>, <REGION.NI: 11>], years=(2006, 2014), season=[<SEASON.FALL: 3>], 
(34925, 12)
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
No description has been provided for this image
No description has been provided for this image
No description has been provided for this image
No description has been provided for this image
No description has been provided for this image
Test Config:
ds_config:past_hours=[2, 3, 6, 12, 24, 36], region=[<REGION.AEP: 1>, <REGION.COMED: 2>, <REGION.NI: 11>], years=(2006, 2014), season=[<SEASON.WINTER: 4>], 
(34642, 12)
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
[Parallel(n_jobs=16)]: Using backend ThreadingBackend with 16 concurrent workers.
[Parallel(n_jobs=16)]: Done  18 tasks      | elapsed:    0.0s
[Parallel(n_jobs=16)]: Done 168 tasks      | elapsed:    0.1s
[Parallel(n_jobs=16)]: Done 250 out of 250 | elapsed:    0.1s finished
No description has been provided for this image
No description has been provided for this image
No description has been provided for this image
No description has been provided for this image
No description has been provided for this image
In [30]:
experiment.model.reset(source=False, target=True)

OLD¶

In [2]:
settings = TrainConfig(
        # loss_fn = 'bce', # str
        # optimizer = 'adam', # str
        device = f"gpu", # str
        log = False, # bool
        logs_dir = "logs/", # str
        num_epochs = 30, # int
        checkpoints = 'test.pt', # str
        early_stopping = None, # int
        log_every = 1, # int
        timeout = "00:12:00:00", # int
        # learning_rate = 0.001, # float
        # weight_decay = 1e-06, # float
        batch_size = 2048, # int
        shuffle = False, # bool
        num_workers = 9, # int
        # train_test_split = 0.5, # float
    )
In [ ]:
path = "Hourly_Energy_Consumption/AEP_hourly.csv"
past_hours = 2

prper = DataPrep(path)
data = prper.data

# train_years = range(2004, 2016)
# val_years = range(2016, 2018)

def year_cond(start:int, end:int):
    return lambda data: data['Year'].between(start, end)

def season_cond(season:SEASON):
    return lambda data: data['Season'] == season.value

def month_cond(month:int):
    return lambda data: data['Month'] == month

def cond_and(conds:list):
    def cond(data):
        mask = pd.Series(len(data)*[True])
        for c in conds:
            mask = mask & c(data)
        return mask
    # return lambda data: ([cond(data) for cond in conds])
    return cond

train_conds = [year_cond(2006, 2008), season_cond(SEASON.WINTER)]
val_conds = [year_cond(2009, 2012), season_cond(SEASON.SUMMER)]

train_ds = EnergyDataset(path, past_hours=past_hours, condition=cond_and(train_conds))
val_ds = EnergyDataset(path, past_hours=past_hours, condition=cond_and(val_conds))


datamodule = DataModule(train_ds,
                        val_ds,
                        batch_size=settings.batch_size,
                        num_workers=settings.num_workers,
                        shuffle=settings.shuffle,
                        seed=42,
                        )
In [ ]:
train_ds.labels_df
In [ ]:
train_ds.data_df
In [ ]:
train_ds[0]
In [9]:
# datamodule.prepare_data()
dl = datamodule.train_dataloader()
In [10]:
batch, label = next(iter(dl))
n_features = batch.shape[-1]
In [ ]:
batch.shape, label.shape
In [31]:
from torch import Tensor


class ResidMLP(LightningModel):
    def __init__(self, input_size, hidden_size, output_size=1, loss:nn.Module=nn.L1Loss()):
        super().__init__(loss)
        # self.f = nn.TransformerEncoderLayer(input_size,
        #                                     nhead=4,
        #                                     dim_feedforward=hidden_size[-1],
        #                                     dropout=0.1,
        #                                     activation='relu',
        #                                     batch_first=True)
        
        # self.rmlp = RMLP(
        #     in_dim=input_size,
        #     block_in_dim=hidden_size[0], 
        #     block_dims=hidden_size,
        #     block_nonlins=[nn.ReLU()]*len(hidden_size),
        #     n_blocks=2,
        #     out_dim=output_size,
        #     out_nonlin=nn.Identity(),
        #     batch_norm=False,
        #     )
        # self.mlp = MlpBlock(
        #     in_dim=input_size,
        #     dims=hidden_size,
        #     nonlins=[nn.Tanh()]*len(hidden_size),
        #     batch_norm=False,
        #     )
        self.out_layer = nn.Linear(input_size, output_size)
    
    def forward(self, x):
        # x = x.flatten(1).to(torch.float32)
        # x = self.rmlp(x)
        # x = self.mlp(x)
        # x = self.f(x)
        return self.out_layer(x)#.squeeze(-1)
    
    def accuracy(self, preds: Tensor, labels: Tensor) -> Tensor:
        return (preds - labels).abs().mean()
    
In [ ]:
in_size = n_features#*past_hours
rmlp = ResidMLP(input_size=in_size, hidden_size=[24, 16], output_size=1)

model = LightningWrapper(rmlp)
print(model)
In [ ]:
trainer = LightningTrainer(settings, "global_wheat_1")
train_dl, val_dl = datamodule.train_dataloader(), datamodule.val_dataloader()
trainer.fit(model, dl_train=train_dl, dl_test=val_dl)
In [10]:
import sklearn as sk
from sklearn.ensemble import RandomForestRegressor
In [11]:
rf = RandomForestRegressor()
In [12]:
rf = rf.fit(train_ds.features, train_ds.labels)
In [13]:
def mae(preds, labels):
    return np.abs(preds - labels).mean()
In [17]:
train_scores = mae(rf.predict(train_ds.features), train_ds.labels.numpy())
val_scores = mae(rf.predict(val_ds.features), val_ds.labels.numpy())
In [69]:
def validate(model:RandomForestRegressor, val_dl):
    scores = []
    for batch, label in val_dl:
        score = np.abs(model.predict(batch.numpy()) - label.numpy()).flatten()
        scores.append(score)
    return np.concatenate(scores)

train_scores = validate(rf, train_dl)
val_scores = validate(rf, val_dl)
# scores = []
# for batch, label in val_dl:
#     score = np.abs(rf.predict(batch.numpy()) - label.numpy()).mean()
#     scores.append(score)
# print(np.mean(scores))
In [ ]:
print(f"train_score = {train_scores.mean()}")
print(f"val_score = {val_scores.mean()}")
In [ ]:
model(batch)
In [ ]: